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How much is the (labelled) pig? Effectiveness of and willingness to pay for the German animal husbandry label

Author

Listed:
  • Birgit Stoltenberg

    (Nürnberg Institut für Marktentscheidungen)

  • Vladimir Manewitsch

    (Nürnberg Institut für Marktentscheidungen)

  • Matthias Unfried

    (Nürnberg Institut für Marktentscheidungen)

Abstract

The German Minister of Food and Agriculture has initiated a mandatory state label for animal husbandry, revealing livestock production conditions. This study investigates consumer preferences and their willingness to pay price premiums for pork depending on the different husbandry conditions indicated by this label. We tested the originally planned label as well as a modification with additional information on the available living space for the animal, a modification with additional interpretive information (i.e. with colours indicating how a product scores on animal husbandry standards), and a combination of both modifications. Data were obtained from a representative online discrete choice experiment (N = 2,015) in Germany and analysed using random parameter logit modelling. Our results show that the label proposed by the government is effective in increasing the willingness to pay for meat produced with higher standards except the `organic' level. Furthermore, we show that indicating a ranking of husbandry conditions could further increase the willingness to pay for meat produced with higher husbandry standards.

Suggested Citation

  • Birgit Stoltenberg & Vladimir Manewitsch & Matthias Unfried, 2023. "How much is the (labelled) pig? Effectiveness of and willingness to pay for the German animal husbandry label," NIM Working Paper wpaper-003, Nürnberg Institut für Marktentscheidungen e.V..
  • Handle: RePEc:eoh:wpaper:wpaper-003
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    References listed on IDEAS

    as
    1. Alexandra Heidel & Christian Hagist & Christian Schlereth, 2021. "Pricing through health apps generated data—Digital dividend as a game changer: Discrete choice experiment," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-14, July.
    2. Hess, Stephane & Train, Kenneth, 2017. "Correlation and scale in mixed logit models," Journal of choice modelling, Elsevier, vol. 23(C), pages 1-8.
    3. Nelson, Phillip, 1970. "Information and Consumer Behavior," Journal of Political Economy, University of Chicago Press, vol. 78(2), pages 311-329, March-Apr.
    4. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    5. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    6. Jeff Brazell & Christopher Diener & Ekaterina Karniouchina & William Moore & Válerie Séverin & Pierre-Francois Uldry, 2006. "The no-choice option and dual response choice designs," Marketing Letters, Springer, vol. 17(4), pages 255-268, December.
    7. Jing Song & Mhairi K Brown & Monique Tan & Graham A MacGregor & Jacqui Webster & Norm R C Campbell & Kathy Trieu & Cliona Ni Mhurchu & Laura K Cobb & Feng J He, 2021. "Impact of color-coded and warning nutrition labelling schemes: A systematic review and network meta-analysis," PLOS Medicine, Public Library of Science, vol. 18(10), pages 1-28, October.
    8. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    9. Lucie L. Sirieix & Marion M. Delanchy & Hervé H. Remaud & Lydia L. Zepeda & Patricia P. Gurviez, 2013. "Consumers' perceptions of individual and combined sustainable food labels: a UK pilot investigation," Post-Print hal-01000413, HAL.
    10. Jackson, Christopher, 2011. "Multi-State Models for Panel Data: The msm Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 38(i08).
    11. Tonsor, Glynn T. & Wolf, Christopher A., 2011. "On mandatory labeling of animal welfare attributes," Food Policy, Elsevier, vol. 36(3), pages 430-437, June.
    12. Darby, Michael R & Karni, Edi, 1973. "Free Competition and the Optimal Amount of Fraud," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 67-88, April.
    13. Sarrias, Mauricio & Daziano, Ricardo, 2017. "Multinomial Logit Models with Continuous and Discrete Individual Heterogeneity in R: The gmnl Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 79(i02).
    14. Donato, Carmela & Adıgüzel, Feray, 2022. "Visual complexity of eco-labels and product evaluations in online setting: Is simple always better?," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    15. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods," Journal of choice modelling, Elsevier, vol. 41(C).
    Full references (including those not matched with items on IDEAS)

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